{"id":"W4206388610","doi":"10.1017/cjn.2021.378","title":"P.100 A Retrospective Study of Alberta Emergency Room Utilization by Pediatric Epilepsy Patients","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Hospital Edmonton; Workers Compensation Board of Alberta","funders":"","keywords":"Epilepsy; Medicine; Pediatric epilepsy; Ambulatory; Triage; Pediatrics; Emergency department; Retrospective cohort study; Emergency medicine; Psychiatry; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004916476,0.0002895366,0.0002136409,0.001980234,0.000705498,0.0006622028,0.0006372787,0.000256212,0.001837652],"category_scores_gemma":[0.001732635,0.0002946783,0.0002756066,0.004558446,0.0004118668,0.0003008957,0.000413484,0.0003519432,0.0002394763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004375131,"about_ca_system_score_gemma":0.004708488,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6122484,"about_ca_topic_score_gemma":0.6197252,"domain_scores_codex":[0.9991959,0.00007255832,0.00007181105,0.0001153477,0.0003624465,0.0001819907],"domain_scores_gemma":[0.9984791,0.0001872591,0.0006784956,0.0000801768,0.0003528858,0.0002221338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002279233,0.00001039677,0.9982312,0.0000126045,0.00001547212,0.0001437642,0.00007724966,0.00002375986,0.00004190681,0.0000169934,0.0003545742,0.001049228],"study_design_scores_gemma":[0.000003815428,0.00002489277,0.9987419,0.00001366304,0.00001319239,0.0003555046,0.000330767,0.00007515224,0.00003226843,0.000006006324,0.0004007802,0.000002104395],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943854,0.0005908459,0.0001114827,0.0000860883,0.000008017201,0.00005837165,0.00289091,0.000009260547,0.001859689],"genre_scores_gemma":[0.9972802,0.0004340969,0.0001230892,0.00007799573,0.00001075595,0.00003495064,0.001804099,0.000003317185,0.0002315135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3877516,"threshold_uncertainty_score":0.7800702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04132917699032945,"score_gpt":0.3087396219573699,"score_spread":0.2674104449670404,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}